PCA Index Dashboard Examples

PCA Index Dashboard Examples#

This script was last run at 2024-03-01 05:40:35.291947+00:00 (UTC)
In US/Central Time, this is 2024-02-29 23:40:35.291947-06:00
## Visualize Principal Component 1
pc1, loadings = pca_index.pca(dfn, module="scikitlearn")
pc1.plot();
../../_images/acaa3abefce5525730f9d6716c74baccfeed2cefd61a398a932a6f62ac7c1b53.png
# Simple version
fig = px.line(pc1)
fig.show()
vix = df.loc[:,['VIX']]
vix.plot()
<Axes: xlabel='DATE'>
../../_images/b6eb911b61ca314d7820be84508179df3455a6adc16c2531cc67ce290ff3d5b5.png
fig = px.line(vix)
fig.show()
../../_images/3e08c2311d3ee6d36080289a93de2a76c9d47fc981d6ff22fe239e1e61a80eaa.png